TY - GEN
T1 - An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis
AU - Sasai, Kazuto
AU - Matsumura, Hiroshi
AU - Fukutani, Ryota
AU - Kitagata, Gen
AU - Kinoshita, Tetsuo
PY - 2020/1/1
Y1 - 2020/1/1
N2 - Network management tasks are increasing its complexity because of the development of the IoT environment, virtualization technologies. To keep the safety and security of the network systems, the advances of analysis method for various network data is required for the practical problem-solving. Although many IT tools to support the data analysis works in network management, it is not enough for adaptation to developing environment. Also, the solutions do not consider the knowledge variety of users. In this paper, we propose an agent-based approach for data presentation to support the analysis from multiple aspects in network management works. Concretely, we design the self-organized analysis procedure based on the cooperation among agents and the interactive requirement estimation mechanism to improve the support functions for the diverse of the users’ knowledge. The evaluation experiments show the effectiveness of the prototypical system designed according to the proposed approach.
AB - Network management tasks are increasing its complexity because of the development of the IoT environment, virtualization technologies. To keep the safety and security of the network systems, the advances of analysis method for various network data is required for the practical problem-solving. Although many IT tools to support the data analysis works in network management, it is not enough for adaptation to developing environment. Also, the solutions do not consider the knowledge variety of users. In this paper, we propose an agent-based approach for data presentation to support the analysis from multiple aspects in network management works. Concretely, we design the self-organized analysis procedure based on the cooperation among agents and the interactive requirement estimation mechanism to improve the support functions for the diverse of the users’ knowledge. The evaluation experiments show the effectiveness of the prototypical system designed according to the proposed approach.
UR - http://www.scopus.com/inward/record.url?scp=85068459233&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85068459233&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-22354-0_52
DO - 10.1007/978-3-030-22354-0_52
M3 - Conference contribution
AN - SCOPUS:85068459233
SN - 9783030223533
T3 - Advances in Intelligent Systems and Computing
SP - 587
EP - 595
BT - Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
A2 - Hussain, Farookh Khadeer
A2 - Barolli, Leonard
A2 - Ikeda, Makoto
PB - Springer-Verlag
T2 - 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
Y2 - 3 July 2019 through 5 July 2019
ER -